Publications of Jochen Triesch
Most on-line publications are preprint versions which may differ from the
published versions.
Journal
-
"Infants in Control: Rapid Anticipation of Action Outcomes in a Gaze-Contingent Paradigm"
Q. Wang, J. Bolhuis, C. Rothkopf, T. Kolling, M. Knopf, J. Triesch.
PLoS One 7(2): e30884, doi:10.1371/
journal.pone.0030884, 2012.
-
"Learning the Optimal Control of Coordinated Eye and Head Movements"
S. Saeb, C. Weber, J. Triesch.
PLoS Computational Biology 7(11): e1002253. doi:10.1371/journal.pcbi.1002253, 2011
-
"Bayesian Cue Integration as a Developmental Outcome of Reward Mediated Learning"
T. Weisswange, C.A. Rothkopf, T. Rodemann, J. Triesch.
PLoS One 6(7): e21575. doi:10.1371/journal.pone.0021575, 2011
-
"A unified computational model of the development of object unity, object permanence, and occluded object trajectory perception"
A. Franz and J. Triesch.
Infant Behavior and Development 33(4):635-53, doi:10.1016/
j.infbeh.2010.07.018, 2010.
-
"Independent Component Analysis in Spiking Neurons"
C. Savin, P. Joshi, J. Triesch.
PLoS Computational Biology, 6(4), doi:10.1371/
journal.pcbi.1000757, 2010.
-
"To Model or Not to Model? A Dialog on the Role of Computational Modeling in Developmental Science"
V.R. Simmering, J. Triesch, G.O. Deak, J.P. Spencer.
Child Development Perspectives, 4(2), 152-158, 2010.
-
"SORN: a Self-organizing Recurrent Neural Network"
A. Lazar, G. Pipa, and J. Triesch.
Frontiers in Computational Neuroscience, 3(23), doi:10.3389/neuro.10.023.2009.
-
"Goal-directed learning of features and forward models"
S. Saeb, C. Weber, and J. Triesch.
Neural Networks 22:586-592, 2009.
-
"Epileptogenesis due to glia-mediated synaptic scaling"
Savin, C., Triesch, J. & Meyer-Hermann, M.
J R Soc Interface 6(37):655-668, 2009.
-
"Implementations and Implications of Foveated Vision"
C. Weber and J. Triesch.
Recent Patents on Computer Science 2(1):75-85, 2009.
-
"Object perception is selectively slowed by a visually similar working memory load"
A. Robinson, A. Manzi, and J. Triesch.
Journal of Vision, 8(16):1-13, 2008. Talk video.
-
"Task-specific modulation of memory for object features in natural scenes"
A. Robinson and J. Triesch.
Advances in Cognitive Psychology, 4:1-14, 2008.
-
"A Sparse Generative Model of V1 Simple Cells with Intrinsic Plasticity"
C. Weber, and J. Triesch.
Neural Computation 20:1261-1284, 2008.
-
"Time Series Prediction, Fading Memory, and Error Correction in Recurrent Networks Shaped by Plasticity"
A. Lazar, G. Pipa, and J. Triesch.
Neural Networks 20:312-322, 2007.
-
"Learning Sensory Representations with Intrinsic Plasticity"
N. Butko and J. Triesch.
Neurocomputing 70:1130-1138, 2007.
-
"Emergence of Mirror Neurons in a Model of Gaze Following"
J. Triesch, H. Jasso, and G. Deak.
Adaptive Behavior 15(2):149-165, 2007.
-
"Synergies
between Intrinsic and Synaptic Plasticity Mechanisms"
J. Triesch.
Neural Computation 19:885-909, 2007.
-
"To Each His Own: The Caregiver's Role in a Computational Model of
Gaze Following"
C. Teuscher and J. Triesch.
Neurocomputing 70:2166-2180, 2007.
-
"Analysis of Cluttered Scenes Using an Elastic Matching
Approach for Stereo Images"
C. Eckes, J. Triesch, and C. v.d. Malsburg.
Neural Computation 18:1441-1471, 2006.
-
"Modeling the Emergence of Gaze Following"
J. Triesch.
KI - Zeitschrift Künstliche Intelligenz, 2006.
-
"Gaze following: why (not) learn it?"
J. Triesch, C. Teuscher, G. Deak, and E. Carlson.
Developmental Science 9(2):125-147, 2006.
-
"Gaze following: how (not) to derive predictions from a computational model "
(2006),
J. Triesch, C. Teuscher, G. Deak
Developmental Science, 9(2):156-157, 2006.
-
"Analysis of a biologically-inspired System for real-time object recognition"
E. Murphy-Chutorian, S. Aboutalib, and J. Triesch.
Cognitive Science Online, 3(2):1-14, 2005.
-
"Der simulierte Säugling" (popular science article in german)
J. Triesch. Forschung Frankfurt, Issue 4/2005:62-64, 2005.
-
"Task Demands Control Acquisition and Maintenance of Visual Information"
Jason A. Droll, Mary M. Hayhoe, J. Triesch, and Brian T. Sullivan.
J. Exp. Psychology: Human Perception and Performance 31(6):1416-1438, 2005.
-
"What you see is what you need" (2003),
(pdf),
J. Triesch, D.H. Ballard, M.M. Hayhoe, and B.T. Sullivan.
Journal of Vision
3:86-94, 2003.
-
"Fast Dynamics of Visual Cue Integration"
J. Triesch, D.H. Ballard, and R.A. Jacobs.
Perception 31:421-434, 2002.
-
"Classification of Hand Postures Against Complex Backgrounds Using Elastic Graph Matching"
J. Triesch and C. v.d. Malsburg.
Image and Vision Computing, 20(13-14):937-943, 2002.
Image data base (~7.5MB).
-
"A System for Person-Independent
Hand Posture Recognition against Complex Backgrounds"
J. Triesch and C. v.d. Malsburg.
IEEE PAMI 23(12):1449-1453, 2001.
Image data base (~32MB).
-
"Democratic Integration: Self-Organized Integration of Adaptive Cues"
J. Triesch and C. v.d. Malsburg.
Neural Computation 13(9):2049-2074, 2001.
Video data base (~163MB).
-
"GripSee: A Gesture-controlled Robot for
Object Perception and Manipulation" ,
Video (mpeg, 5MB)
M. Becker, E. Kefalea, E. Maël, C. v.d. Malsburg, M. Pagel, J. Triesch, J. C. Vorbrüggen, R. P. Würtz, S. Zadel.
Autonomous Robots 6(2):203-221, 1999.
Book and Bookchapter
(incomplete list)
-
"Reinforcement Learning Embedded in Brains and Robots" ,
C. Weber, M. Elshaw, S. Wermter, J. Triesch and C. Willmot.
In: Reinforcement Learning, I-Tech Education and Publishing, 2008.
-
"Neural Control of Actions Involving Different Coordinate Systems" ,
C. Weber, M. Elshaw, J. Triesch, and S. Wermter.
In: Humanoid Robots, Human-like Machines, I-Tech Education and Publishing, 2007.
-
"The emergence of attention-sharing skills in human infants" (2006),
Gedeon Deak and Jochen Triesch.
In: K. Fujita & S. Itakura (Eds.), Diversity of cognition. University of Kyoto Press.
-
"A Virtual Reality Platform for Modeling Cognitive Development" ,
Hector Jasso and Jochen Triesch.
In: Lecture Notes in Computer Science, Volume 3575, Aug 2005, Pages 211
- 224.
-
"Object Recognition with Deformable Feature Graphs: Faces, Hands, and Cluttered Scenes" ,
Jochen Triesch and Christian Eckes.
In: C.H. Chen (Ed.), Handbook of Pattern Recognition and Computer Vision, 3rd edition. World Scientific Publishing Co., 2005.
-
"Vision-Based Robotic Gesture Recognition" (1999),
( gzipped postscript,
pdf))
Abstract
Jochen Triesch
Shaker Verlag , Aachen, Germany, ISBN 3-8265-6257-7,
(PhD thesis, Institut für Neuroinformatik, Ruhr-Universität Bochum, Germany.)
-
"Towards Imitation Learning of Grasping Movements by an Autonomous Robot" (1999),
Abstract
J. Triesch, J. Wieghardt, E. Maël and C. von der Malsburg
In: "Gesture-Based Communication in Human-Computer Interaction",
Lecture Notes in Artificial Intelligence 1739: 73-84, Springer, 1999.
-
"Robotic Gesture Recognition" (1997),
Abstract
Jochen Triesch and Christoph von der Malsburg
In: "Gesture and Sign-Language in Human-Computer Interaction",
Lecture Notes in Artificial Intelligence 1371: 233-244, Springer, 1997.
Refereed Conference
(incomplete list)
-
A Neural Model for the Adaptive Control of Saccadic Eye
Movements
(2009),
S. Saeb, C. Weber and J. Triesch
Int. Joint Conf. on Neural Networks (IJCNN2009).
-
Goal-Directed Feature Learning
(2009),
C. Weber and J. Triesch
Int. Joint Conf. on Neural Networks (IJCNN2009).
-
A robust biologically plausible implementation of ICA-like learning
(2009),
F. Gerhard, C. Savin, and J. Triesch
European Symposium on Artificial Neural Networks (ESANN2009).
-
From Exploration to Planning
(2008),
C. Weber and J. Triesch
Proc. Int. Conf. on Neural Networks (ICANN08).
-
Emergence of Disparity Tuning during the Development of Vergence Eye Movements
(2007),
A. Franz and J. Triesch
Proc. Int. Conf. on Development and Learning (ICDL07).
-
A possible representation of reward in the learning of
saccades
(2006),
C. Weber and J. Triesch
Proc. Int. Conf. on Epigenetic Robotics (EPIROB06).
-
Semi-Autonomous Learning of Objects
(2006),
H. Kim, E. Murphy-Chutorian, and J. Triesch
Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR 2006).
-
Emergence of Mirror Neurons in a Model of Gaze Following
(2006),
J. Triesch, H. Jasso, and G. Deak
Proc. of the International Conference on Development and Learning (ICDL 2006).
-
Using Eye Direction Cues for Gaze Following - A Developmental Model
(2006),
H. Jasso and J. Triesch
Proc. of the International Conference on Development and Learning (ICDL 2006).
-
A reinforcement learning model
explains the development of gaze following (2006),
H. Jasso, J. Triesch, C. Teuscher, and G. Deak
International Conference on Cognitive Modeling (ICCM2006), Trieste, Italy, April 5-8, 2006.
-
Exploring the role of intrinsic plasticity for the learning of sensory representations (2006),
N. Butko and J. Triesch
European Symposium on Artificial Neural Networks (ESANN2006), Bruges, Belgium, April 26-28, 2006.
-
The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks (2006),
A. Lazar, G. Pipa, and J. Triesch
European Symposium on Artificial Neural Networks (ESANN2006), Bruges, Belgium, April 26-28, 2006.
-
Toward a Unified Probabilistic Framework for Object Recognition and Segmentation (2005),
H.-J. Chen, K.-C. Lee, E. Murphy-Chutorian, and J. Triesch
Advances in Visual Computing: First International Symposium, ISVC 2005, Lake Tahoe, NV, USA, December 5-7, 2005.
-
A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability
(2005),
J. Triesch
Int. Conf. on Artificial Neural Networks (ICANN 2005).
-
Shared Features for Scalable Appearance-Based Object Recognition
(2005),
E. Murphy-Chutorian and J. Triesch
IEEE Workshop on Applications of Computer Vision (WACV 2005).
-
Synergies between Intrinsic
and Synaptic Plasticity in Individual Model Neurons
(2004),
J. Triesch
Neural Information Processing Systems 17 (NIPS 2004).
-
Learning gaze following in
space: a computational model
(2004),
B. Lau and J. Triesch
Proc. of the International Conference on Development and Learning (ICDL 2004).
-
To Care or Not to Care: Analyzing the Caregiver in a Computational Gaze Following Framework
(2004),
C. Teuscher and J. Triesch
Proc. of the International Conference on Development and Learning (ICDL 2004).
-
A Virtual Reality Platform
for Modeling Cognitive Development
(2004),
H. Jasso and J. Triesch
Proc. of the International Conference on Development and Learning (ICDL 2004).
"Design of an Anthropomorphic Robot Head for Studying Development and Learning"
(2004),
H. Kim, G. York, G. Burton, E. Murphy-Chutorian, and J. Triesch
Proc. the of IEEE 2004 International Conference on Robotics and Automation (ICRA 2004).
-
"Adaptive Object Tracking with an Anthropomorphic Robot Head"
(2004),
H. Kim, B. Lau, and J. Triesch
8th Int. Conf. on the Simulation of Adaptive Behaviors (SAB'04).
-
"Hierarchical Sensor Data Fusion by Probabilistic Cue Integration for Robust 3-D Object Tracking"
(2004),
O. Kaehler, J. Denzler, and J. Triesch
Southwest Symposium on Image Analysis and Interpretation (SSIAI).
-
"A Computational Model
of the Emergence of Gaze Following"
(2003),
E. Carlson and J. Triesch
Neural Computation and Psychology Workshop (NCPW8), Canterbury, UK, 2003.
-
"Combining Embodied Models
and Empirical Research for Understanding the Development of Shared Attention"
(2002),
I. Fasel, G. Deak, J. Triesch, J. Movellan
Proc. of the Intl. Conf. on Development and Learning (ICDL02), Boston, MA, USA, 2002.
-
"Saccade Contingent Updating in Virtual Reality"
(2002),
Abstract
J. Triesch, B. Sullivan, M. Hayhoe, D. Ballard
Eye Tracking Research and Applications Symposium (ETRA), New Orleans, LA, USA, 2002.
-
"Vision in Natural and Virtual Evironments"
(2002),
color plate
M. Hayhoe, D. Ballard, J. Triesch, H. Shinoda, P. Aivar, and B. Sullivan
Eye Tracking Research and Applications Symposium (ETRA), New Orleans, LA, USA, 2002.
-
"The role of a priori biases in unsupervised learning of visual representations: a robotics experiment"
(2001),
Abstract
J. Triesch
Developmental Embodied Cognition DECO-2001, Workshop at the University
of Edinburgh, 31 July, 2001.
-
"Self-Organized Integration of Adaptive Visual Cues for Face Tracking"
(2000),
Abstract
J. Triesch
In: Sensor Fusion: Architectures, Algorithms, and Applications IV,
Belur V. Dasarathy, Editor, Proceedings of SPIE Vol. 4051, p. 397-406
(2000).
-
"Self-Organized Integration of Adaptive Visual Cues for Face Tracking"
(2000),
Abstract ,
Demos
J. Triesch and C. von der Malsburg
In: Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000),
March 26-30 1998 in Grenoble, France, 2000.
-
"Object Recognition with Multiple Feature Types" (1998),
Abstract
Jochen Triesch and Christian Eckes
In: ICANN 98: International Conference on Artificial Neural Networks,
September 2-4 1998, Skövde, Sweden, 1998.
-
"GripSee: A Robot for Visually-Guided Grasping" (1998),
Abstract
M. Becker, E. Kefalea, E. Maël, C. v. d. Malsburg, M. Pagel, J. Triesch, J. C. Vorbrüggen, S. Zadel
In: ICANN 98: International Conference on Artificial Neural Networks,
September 2-4 1998, Skövde, Sweden, 1998.
-
"A Gesture Interface for Human-Robot-Interaction" (1998),
Abstract
Jochen Triesch and Christoph von der Malsburg
In: Proceedings of the Third IEEE International Conference on Automatic Face and Gesture Recognition (FG'98),
April 14-16 1998 in Nara, Japan.
-
"Robotic Gesture Recognition by Cue Combination" (1998),
Abstract
Jochen Triesch and Christoph von der Malsburg
In: J. Dassow and R. Kruse (eds.), "Informatik '98: Informatik zwischen
Bild und Sprache", September 21-25, Magdeburg, Germany, 1998.
-
"Binding - a proposed experiment and a model" (1996),
Abstract
Jochen Triesch and Christoph von der Malsburg
In: Proceedings of the International Conference on Artificial Neural Networks (ICANN), Bochum,
Lecture Notes in Computer Science 1112, Springer, 1996.
-
"Robust
Hand Posture Classification against Complex Backgrounds" (1996),
Abstract
Jochen Triesch and Christoph von der Malsburg
In: Proceedings of the Second International Conference on Automatic Face and Gesture Recognition,
Killington, Vermont, USA, IEEE Computer Society Press, 1996.
Technical Report, Meeting Abstract, Other Publication
(incomplete list)
-
"Change
Blindness During Multiple Interactions With a Single
Object" (2006),
A.E. Robinson, J. Triesch,
M.M. Hayhoe, J.A. Droll, and B.T. Sullivan.
Journal of
Vision, Volume 6, Number 6, Abstract 986, Page 986a,
doi:10.1167/6.6.986.
-
"Learning Efficient Codes for Natural Images by Combining Intrinsic and Synaptic Plasticity." (2005),
J. Triesch and N. Butko.
Vision Science Society Meeting, VSS 2005.
-
"The Costs of Visual Working Memory." (2005),
A. Robinson, A. Manzi, J. Triesch.
Vision Science Society Meeting, VSS 2005.
-
"A Unified Probabilistic Framework for Object Segmentation and Recognition." (2005),
H.-J. Chen, K.-C. Lee, E. Murphy-Chutorian, and J. Triesch.
12th Joint Symposium on Neural Computation, JSNC 2005, Los Angeles, CA.
-
"A Reinforcement Learning Model Explains the Stage-wise Development of Gaze Following." (2005),
Poster
H. Jasso, J. Triesch, C. Teuscher.
12th Joint Symposium on Neural Computation, JSNC 2005, Los Angeles, CA.
-
"Visual memory for natural scenes: automatic and task dependent components." (2004),
Abstract
A. Robinson and J. Triesch.
Vision Science Society Meeting, VSS 2004.
-
"Working memory for object features is influenced by scene context." (2004),
Abstract
J. Droll, M. Hayhoe, J. Triesch, and B. Sullivan.
Vision Science Society Meeting, VSS 2004.
-
"Investigating the Emergence of Shared Attention through an Embodied
Computational Modeling Approach: A Progress Report"
(
talk slides) (2003),
Conference Abstract
J. Triesch, E. Carlson, G Deak, and J. Movellan.
Intl. Joint. Conf. on Neural Networks, IJCNN 2003.
-
"Task relevance of object features modulates the content of visual
working memory" (2003),
Abstract
Droll, Jason; Hayhoe, Mary; Triesch, Jochen; Sullivan, Brian.
Vision Science Society Meeting, VSS 2003.
-
"Learning Optimal Gaze Decomposition" (2003),
Abstract,
Poster
E. Wiewiora, D. Berg, J. Triesch, and T. Hashiyama.
Vision Science Society Meeting, VSS 2003.
-
"Probabilistic Integration of Cues from Multiple Cameras" (2002),
Workshop Paper
J. Denzler, M. Zobel, and J. Triesch
4. Workshop Dynamic Perception, Bochum, Germany, 2002.
-
"Approaches and problems in the study and design of modular systems" (2001),
Extended Abstract
J. Triesch
Organic Computing Workshop, Paderborn, Germany, 2001.
-
"What you see is what you need" (2001),
Abstract
J. Triesch, D.H. Ballard, M.H. Hayhoe, and B. Sullivan
Society for Neuroscience Meeting, San Diego, California, 2001.
-
"Fast Temporal Dynamics of Visual Cue Integration" (2001),
Abstract
Jochen Triesch, Dana H. Ballard and Robert A. Jacobs
[Abstract] Journal of Vision, 1(3), 463a, http://journalofvision.org/1/3/463, DOI 10.1167/1.3.463.
-
"Fast Temporal Dynamics of Visual Cue Integration" (2000),
Abstract
Jochen Triesch, Dana H. Ballard and Robert A. Jacobs
National Resource Laboratory for the Study of Brain and Behavior,
University of Rochester, Technical Report 00.2,
September 2000.
-
"Democratic Integration: A Theory of Adaptive Sensory Integration" (2000),
Abstract
Jochen Triesch
National Resource Laboratory for the Study of Brain and Behavior,
University of Rochester, Technical Report 00.1,
February 2000.
-
"The GripSee Project: A Gesture-controlled Robot for
Learning and Using Object Representations" (1998),
M. Becker, E. Kefalea, E. Maël, C. v. d. Malsburg, M. Pagel, J. Triesch, J. C. Vorbrüggen, R. P. Würtz, S. Zadel
Architectures in Cognitive Robotics, Report 98/13
of the SFB 360, University of Bielefeld, 1998.
-
"Metrik im visuellen System" (in German) (1995),
Abstract
Jochen Triesch
Master Thesis. Institut für
Neuroinformatik , Ruhr-Universität Bochum, September 1994.
Published as
Internal Report IRINI95-05 of the Institut für Neuroinformatik ,
Ruhr-Universität Bochum.
Patent
-
DE 198 37 004, "Verfahren zum Erkennen von Objekten in digitalisierten
Abbildungen", August 1998,
(Method for recognizing objects in digital images),
C. Eckes, E. Kefalea, C. v.d. Malsburg, M. Pötzsch, M. Rinne,
J. Triesch, J. Vorbrüggen
Jochen Triesch's home page